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Отсутствует экспертное заключение на публикацию
Количество соавторов публикации - 6
Публикация в изданиях из Белого списка уровень: 1, K=20
  • Табунщик В. А.: количество аффилиаций - 2, вклад в КБПР публикации:
    формула: K/(Nсоавторов*Nаффил) = 20/(6*2) = 1.667
  • Никифорова А. А.: количество аффилиаций - 2, вклад в КБПР публикации:
    формула: K/(Nсоавторов*Nаффил) = 20/(6*2) = 1.667
  • Горбунов Р. В.: количество аффилиаций - 2, вклад в КБПР публикации:
    формула: K/(Nсоавторов*Nаффил) = 20/(6*2) = 1.667
  • Горбунова Т. Ю.: количество аффилиаций - 2, вклад в КБПР публикации:
    формула: K/(Nсоавторов*Nаффил) = 20/(6*2) = 1.667
Статья в периодическом издании

Assessment of Long-Term Dynamics and Trend Extrapolation of Vegetation-Cover Changes in the River Basins of the Southwestern Caspian Region Using NDVI, EVI, and NDMI Data Derived from MODIS Satellites

WoS 3.500/Q2 SCOPUS 0.807/Q1 БС 1
DOI https://doi.org/10.3390/w18182341
Язык Английский
Журнал Water

ISSN: 2073-4441; Онлайн ISSN: –
Год 2026
Выходные данные том: 18; выпуск: 18; статья: 2341; страниц (электронный ресурс): 56
Авторы
  1. Табунщик В. А. (Tabunshchik V.)
    Доп. аффилиация: Department of Ecology and Environmental Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
  2. Никифорова А. А. (Nikiforova A.)
    Доп. аффилиация: Department of Ecology and Environmental Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
  3. Горбунов Р. В. (Gorbunov R.)
    Доп. аффилиация: Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow 119991, Russia (ru)
  4. Горбунова Т. Ю. (Gorbunova T.)
    Доп. аффилиация: Department of Ecology and Environmental Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
  5. Kerimov I.
    Department of Ecology and Environmental Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
    Research Institute of Geoecology and Nature Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
  6. Gagayeva Z.
    Department of Ecology and Environmental Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
    Research Institute of Geoecology and Nature Management, Millionshchikov Grozny State Oil Technical University, Grozny 364024, Russia (ru)
Даты Поступила в редакцию: 31.07.2026
После доработки: 14.09.2026
Принята к публикации: 15.09.2026
Опубликована: 20.09.2026
Абстракт The vegetation cover in the basins of small and medium-sized rivers of the southwestern Caspian region performs crucial ecosystem functions; however, arid and semi-arid conditions, dissected topography, and intensive anthropogenic pressure make these landscapes highly vulnerable. Conventional ground-based monitoring is hampered by limited accessibility and a sparse meteorological network, while comprehensive predictive studies using a basin-wide approach have not been previously conducted. This study assesses long-term dynamics (2001–2024) and forecasts vegetation-cover changes in nine river basins (Sunzha, Sulak, Shuraozen, Ulluchay, Samur, Karachay, Atachay, Kheraz, and Gorgan) using NDVI, EVI, and NDMI derived from MODIS data (Google Earth Engine, MOD09A1 and MOD13Q1). Statistical characteristics, Theil–Sen trends with Mann–Kendall testing, and Hurst exponent-based persistence forecasts were calculated for each basin. Spatial distribution of all indices was highly heterogeneous. Statistically significant positive NDVI and EVI trends (indicating increasing green phytomass) and a significant negative NDMI trend (declining moisture availability) were found across the entire territory. The lowest multi-year mean NDVI was recorded for the Kheraz basin (0.18), and the highest for the Ulluchay basin (0.44). The positive NDVI trend was significant (p < 0.05) for all basins except Shuraozen, Karachay, and Atachay. Predictive mapping indicates continuous degradation in the estuarine and most intensively developed parts of the Sunzha, Sulak, and Shuraozen basins, particularly reflected by NDMI moisture deficit, whereas sustained improvement is projected for the lower Samur basin. For most of the territory, the change tendency remains uncertain.
Ключевые слова: vegetation indices, NDVI, EVI, NDMI, remote sensing, MODIS, basin approach, southwestern Caspian region, forecasting, degradation
Сведения о финансировании, указанные в публикации This work was carried out within the framework of a large scientific project “Dynamics of the geoecological state of the mountain river basins of the North-Eastern Caucasus, Azerbaijan and Iran under conditions of climate change and growing anthropogenic load” (Agreement of the Ministry of Education and Science of the Russian Federation No. 075-15-2024-644).
URL https://www.mdpi.com/2073-4441/18/18/2341
Дополнительные сведения
IBSS 155

Запись создана: 13-10-2026 10:42
Последнее изменение: 13-10-2026 10:47

Страница журнала в E-library
Библиографическая ссылка:
Tabunshchik V., Nikiforova A., Gorbunov R., Gorbunova T., Kerimov I., Gagayeva Z. Assessment of Long-Term Dynamics and Trend Extrapolation of Vegetation-Cover Changes in the River Basins of the Southwestern Caspian Region Using NDVI, EVI, and NDMI Data Derived from MODIS Satellites // Water. 2026. Vol. 18, iss. 18. Art. no. 2341 (56 p.). https://doi.org/10.3390/w18182341
[WoS 3.500/Q2][SCOPUS 0.807/Q1][БС 1]
Экспертное заключение: –
Белый список
Уровень БС
1
Индексация на момент включения в базу:
Web of Science
Статус
Да
Импакт-фактор/Квартиль(год)
3.500/Q2 (2025)
Идентификатор
–
SCOPUS
Статус
Да
Импакт-фактор/Квартиль(год)
0.807/Q1 (2025)
Идентификатор
2-s2.0-105051929301
РИНЦ
Статус
Нет
ID
–
EDN
–